Biggest changeWithin personnel costs, a one-time expense of $0.2 million was associated with the Company's reduction in workforce announced in December of 2022, primarily related to severance and compensation benefits. 36 Table of Contents Operating Expenses Sales and Marketing Sales and marketing expenses during the years ended December 31, 2022 and 2021 were as follows: Year Ended December 31, Change 2022 2021 Amount % (in thousands, except percentages) Sales and marketing $ 109,805 $ 100,512 $ 9,293 9.2 % Percentage of revenue 47.3 % 52.4 % — — GAAP sales and marketing $ 109,805 $ 100,512 $ 9,293 9.2 % Stock-based compensation expense (11,393 ) (15,906 ) 4,513 (28.4 )% Non-GAAP sales and marketing $ 98,412 $ 84,606 $ 13,806 16.3 % Non-GAAP percentage of revenue 42.4 % 44.1 % — — Sales and marketing expenses increased 9.2% to $109.8 million for the year ended December 31, 2022, primarily due to an increase of $10.0 million in personnel costs from higher headcount as well as increasing employee compensation which includes commissions, and also from a $1.2 million increase in travel costs, which have risen as business shifts to a more normalized pre-pandemic state.
Biggest changeBoth hosting and personnel costs increased to support the larger number of AvePoint software licenses used by customers. 47 Table of Contents PART II Item 7 Operating Expenses Sales and Marketing Sales and marketing expenses during the years ended December 31, 2023 and 2022 were as follows: Year Ended December 31, Change 2023 2022 Amount % (in thousands, except percentages) Sales and marketing $ 112,105 $ 110,638 $ 1,467 1.3 % Percentage of revenue 41.2 % 47.6 % — — GAAP sales and marketing $ 112,105 $ 110,638 $ 1,467 1.3 % Stock-based compensation expense (9,518 ) (11,393 ) 1,875 (16.5 )% Amortization of acquired intangible assets (492 ) (338 ) (154 ) 45.6 % Non-GAAP sales and marketing $ 102,095 $ 98,907 $ 3,188 3.2 % Non-GAAP percentage of revenue 37.6 % 42.6 % — — Sales and marketing expenses increased 1.3% to $112.1 million for the year ended December 31, 2023 , primarily due to a $0.9 million increase in personnel costs and a $0.6 million increase in travel costs.
This provides a strategic advantage, allowing us to invest efficiently in both new product development and increasing our existing product capabilities. We believe delivering expanding product functionality is critical to enhancing the success of existing customers while new product development further reinforces our breadth of software solutions.
We believe this provides a strategic advantage, allowing us to invest efficiently in both new product development and increasing our existing product capabilities. We believe delivering expanding product functionality is critical to enhancing the success of existing customers while new product development further reinforces our breadth of software solutions.
Many of these revenue and expenses are denominated in currencies other than the U.S. dollar. As a result, changes in foreign exchange rates may significantly affect revenue and expenses. Refer to the section titled “ Risk Factors ” (Part I, Item 1A of this Annual Report) for a discussion of these factors and other risks.
Many of these revenues and expenses are denominated in currencies other than the U.S. dollar. As a result, changes in foreign exchange rates may significantly affect revenue and expenses. Refer to the section titled “ Risk Factors ” (Part I, Item 1A of this Annual Report) for a discussion of these factors and other risks.
Critical Accounting Policies and Estimates Preparation of these financial statements requires us to make estimates and assumptions that affect the reported amounts of assets and liabilities and the disclosure of contingent assets and liabilities. We also make estimates and assumptions on the reported revenue generated and reported expenses incurred during the reporting periods.
Critical Accounting Estimates Preparation of these financial statements requires us to make estimates and assumptions that affect the reported amounts of assets and liabilities and the disclosure of contingent assets and liabilities. We also make estimates and assumptions on the reported revenue generated and reported expenses incurred during the reporting periods.
This was partially offset by cash inflows related to an increase in deferred revenue that is partially offset by an increase in accounts receivable as a result of the business growth, and an increase in accrued expenses primarily due to personnel related expenses.
This was partially offset by cash inflows related to an increase in deferred revenue that is partially offset by an increase in accounts receivable as a result of business growth, and an increase in accrued expenses primarily due to personnel related expenses.
We believe these non-GAAP measures aid investors by providing additional insight into our operational performance and help clarify trends affecting our business. Management uses these non-GAAP financial measures to understand and compare operating results across accounting periods, for internal budgeting and forecasting purposes, and to evaluate financial performance.
We believe these non-GAAP measures aid investors by providing additional insight into our operational performance and into trends affecting our business. Management uses these non-GAAP financial measures to understand and compare operating results across accounting periods, for internal budgeting and forecasting purposes, and to evaluate financial performance.
Investing Activities Net cash used in investing activities for the year ended December 31, 2022, was $21.5 million, consisting of $18.6 million in acquisitions and $3.9 million of purchases of property and equipment, as well as $183.5 million in maturities of short-term investments and $180.9 million in the purchase of investments.
Net cash used in investing activities for the year ended December 31, 2022, was $21.5 mill ion, consisting of $18.6 million in acquisitions and $3.9 million of purchases of property and equipment, as well as $183.5 million in maturities of short-term investments and $180.9 million in the purchase of investments.
Company Earn-Out Shares In evaluation of the Company Earn-Out Shares and Company Earn-Out RSUs, management determined that the Company Earn-Out Shares represent derivatives to be marked to market at each reporting period, while the Company Earn-Out RSUs represent equity under ASC 718. Refer to "Note 16 — Stock-Based Compensation" for more information regarding the Company Earn-Out RSUs.
Company Earn-Out Shares In evaluation of the Company Earn-Out Shares and Company Earn-Out RSUs, management determined that the Company Earn-Out Shares represent derivatives to be marked to market at each reporting period, while the Company Earn-Out RSUs represent equity under ASC 718. Refer to "Note 15 — Stock-Based Compensation" for more information regarding the Company Earn-Out RSUs.
ITEM 7. MANAGEMENT ’ S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS The following Management's Discussion and Analysis of Financial Condition and Results of Operations ( “ MD&A ” ) summarizes the significant factors affecting the consolidated operating results, financial condition, liquidity and cash flows of our Company as of and for the periods presented below.
ITEM 7. MANAGEMENT ’ S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS The following Management ’s Discussion and Analysis of Financial Condition and Results of Operations ( “ MD&A ” ) summarizes the significant factors affecting the consolidated operating results, financial condition, liquidity and cash flows of our Company as of and for the periods presented below.
The CODM does not receive discrete financial information about asset allocation, expense allocation, or profitability by product or geography. See “ Note 18 – Segment Information ” (Part II, Item 8 of this Annual Report) for more information.
The CODM does not receive discrete financial information about asset allocation, expense allocation, or profitability by product or geography. See “ Note 17 – Segment Information ” (Part II, Item 8 of this Annual Report) for more information.
The description of the Amended Loan Agreement is qualified in its entirety by the full text of such agreement, a copy of which is attached as an exhibit to our Annual Report. Leasing Obligations We are obligated under various non-cancelable operating leases for office space. The initial terms of the leases expire on various dates through 2030.
The description of the Loan Agreement is qualified in its entirety by the full text of such agreement, a copy of which is attached as an exhibit to this Annual Report. Leasing Obligations We are obligated under various non-cancelable operating leases for office space. The initial terms of the leases expire on various dates through 2030.
Seasonality Our quarterly revenue fluctuates and does not necessarily grow sequentially when measuring any one fiscal quarter’s revenue with another (e.g. comparing the fourth fiscal quarter of fiscal year 2021 with the first fiscal quarter of fiscal year 2022).
Seasonality Our quarterly revenue fluctuates and does not necessarily grow sequentially when measuring any one fiscal quarter’s revenue with another (e.g. comparing the fourth fiscal quarter of fiscal year 2022 with the first fiscal quarter of fiscal year 2023).
Recently Issued and Adopted Accounting Pronouncements For information about recent accounting pronouncements, see Note 2 to the Consolidated Financial Statements of this Annual Report. 43 Table of Contents PART II Item 7A
Recently Issued and Adopted Accounting Pronouncements For information about recent accounting pronouncements, see Note 2 to the consolidated financial statements of this Annual Report. 55 Table of Contents PART II Item 7A
See “ Note 10 – Line of Credit ” in Part II, Item 8 “ Financial Statements and Supplementary Data ” of this Annual Report. The Amended Loan Agreement provides for a revolving line of credit of up to $30.0 million, with an additional $20.0 million accordion feature for additional capital we may draw at our request.
See “ Note 9 – Line of Credit ” in Part II, Item 8 “ Financial Statements and Supplementary Data ” of this Annual Report. The Loan Agreement provides for a revolving line of credit of up to $30.0 million, with an additional $20.0 million accordion feature for additional capital we may draw upon at our request.
We expect that these costs will increase in absolute dollars but may fluctuate as a percentage of SaaS and term license and support revenue from period to period. Cost of maintenance consists of all direct costs to support our perpetual license products, including salaries, benefits, stock-based compensation and related expenses and allocated overhead.
We expect that these costs will increase in absolute dollars but may fluctuate as a percentage of SaaS and term license and support revenue from period to period. Cost of maintenance consists of all direct costs to support our legacy perpetual license products, including salaries, benefits, stock-based compensation and related expenses, overhead, depreciation and amortization.
General and Administrative General and administrative expenses consist primarily of personnel-related expenses for finance, legal and compliance, human resources, and IT personnel, as well as, stock-based compensation expense, external professional services, allocated overhead costs and other administrative functions.
General and Administrative General and administrative expenses consist primarily of personnel-related expenses for finance, legal and compliance, human resources, and IT personnel, as well as stock-based compensation expense, external professional services, overhead costs, other administrative functions, depreciation and amortization.
During the years ended December 31, 2022 and 2021, total rent expense for facilities amounted to $6.8 million and $6.4 million, respectively. As of December 31, 2022, letters of credit have been issued in the amount of $0.9 million as security for operating leases. The letters of credit are secured by certificates of deposit.
During the years ended December 31, 2023 and 2022, total rent expense for facilities amounted to $6.8 million and $6.8 million, respectively. As of December 31, 2023, letters of credit have been issued in the amount of $1.0 million as security for operating leases. The letters of credit are secured by certificates of deposit.
Research and Development Research and development expenses consist primarily of personnel-related expenses incurred for our engineering and product and design teams, as well as stock-based compensation expense and allocated overhead costs. We have a research and development presence in the United States, China, Singapore and Vietnam.
Research and Development Research and development expenses consist primarily of personnel-related expenses incurred for our engineering and product and design teams, as well as stock-based compensation expense, overhead costs, depreciation and amortization. We have a geographically dispersed research and development presence in the United States, China, Singapore and Vietnam.
The MD&A should be read in conjunction with the other sections of this Form 10-K, including our audited, consolidated financial statements and related notes contained in Item 8. Financial Statements and Supplementary Data, and the discussion of risk factors that may affect future results in Item 1.A.
The MD&A should be read in conjunction with the other sections of this Annual Report on Form 10-K, including our audited, consolidated financial statements and related notes contained in Part II, Item 8. Financial Statements and Supplementary Data, and the discussion of risk factors that may affect future results in Part I, Item 1.A. Risk Factors.
While our significant accounting policies are described in more detail in the section titled “ Notes to Consolidated Financial Statements ” (Part II, Item 8 of this Annual Report), we believe the following critical accounting policies are most important to understanding and evaluating our reported financial results. 41 Table of Contents PART II Item 7 Revenue Recognition We derive revenue from four primary sources: SaaS, term license and support, services, and maintenance.
While our significant accounting policies are described in more detail in the section titled “ Note - 2 Summary of Significant Accounting Policies ” (Part II, Item 8 of this Annual Report), we believe the following critical accounting policies are most important to understanding and evaluating our reported financial results. 53 Table of Contents PART II Item 7 Revenue Recognition We derive revenue from four primary sources: SaaS, term license and support, services, and maintenance.
However, to build and deliver an efficient digital workplace today, companies must address this abundance of applications and the associated explosive growth and sprawl of data with a platform offering that is well governed, fit for purpose, easy to use and built on automation.
However, to deliver an efficient digital workplace today, companies must manage this range of applications – and the associated explosive growth and sprawl of critical data – with a platform offering that is well governed, fit for purpose, easy to use and built on automation.
Cost of Revenue Cost of SaaS and cost of term license and support consists of all direct costs to deliver and support our SaaS and term license and support products, including salaries, benefits and related expenses, allocated overhead, and third-party hosting fees related to our cloud services. We recognize these expenses as they are incurred.
Cost of Revenue Cost of SaaS and cost of term license and support consists of all direct costs to deliver and support our SaaS and term license and support products, including salaries, benefits, stock-based compensation and related expenses, overhead, third-party hosting fees related to our cloud services, depreciation and amortization. We recognize these expenses as they are incurred.
We believe that our existing cash and cash equivalents, our cash flows from operating activities, and our borrowing capacity under our credit facility with HSBC, described below, will be sufficient to meet our working capital and capital expenditure needs and debt service obligations for at least the next twelve months.
We believe that our existing cash and cash equivalents, our cash flows from operating activities, and our borrowing capacity under our Loan Agreement will be sufficient to meet our working capital and capital expenditure needs and debt service obligations for at least the next twelve months.
The effective tax rate, which equals the income tax provision divided by income from continuing operations, was (15.0)% for the year ended December 31, 2022, compared to (1.4)% for the year ended December 31, 2021.
The effective tax rate, which equals the income tax provision divided by pretax loss from continuing operations, was (15.5)% for the year ended December 31, 2023 , compared to (15.0)% for the year ended December 31, 2022 .
In the future, we may attempt to raise additional capital through the sale of additional equity or debt financing. The sale of additional equity would be dilutive to our stockholders. Additional debt financing could result in increased debt service obligations and more restrictive financial and operational covenants.
In the future, we may attempt to raise additional capital through equity or debt financing. The sale of additional equity would be dilutive to our stockholders. Additional debt financing could result in increased debt service obligations and more restrictive financial and operational covenants. Cash Flows The following table sets forth a summary of our cash flows for the periods indicated.
Our line of credit under the Amended Loan Agreement will mature on April 7, 2023. To date, we are in compliance with all covenants under the Amended Loan Agreement. We have not at any time, including as of and for the fiscal year ending as of December 31, 2022, borrowed under the Amended Loan Agreement.
To date, we are in compliance with all covenants under the Loan Agreement. We have not at any time, including as of and for the fiscal year ending as of December 31, 2023, borrowed under the Loan Agreement.
Many of our contracts with customers include multiple performance obligations. Judgment is required in determining whether each performance obligation is distinct. Our products and services generally do not require a significant amount of integration or interdependency; therefore, our products and services are generally not combined.
Many of our contracts with customers include multiple performance obligations. Our products and services generally do not require a significant amount of integration or interdependency; therefore, our products and services are generally not combined.
Overview AvePoint provides a cloud-native platform that organizations rely on to optimize IT operations, manage critical data and secure the digital workplace.
Overview AvePoint provides a cloud-native data management software platform that organizations rely on to manage and protect critical data, optimize IT operations, achieve meaningful cost savings, and efficiently secure the digital workplace.
We recognize these expenses as they are incurred. Gross Profit and Gross Margin Gross profit is revenue less cost of revenue, and gross margin is gross profit as a percentage of revenue.
We recognize these expenses as they are incurred. 44 Table of Contents PART II Item 7 Gross Profit and Gross Margin Gross profit is revenue less cost of revenue, and gross margin is gross profit as a percentage of revenue.
In determining the SSP of license and support in a term license arrangement, we apply observable inputs using the value relationship between support and term license, the value relationship between support and perpetual licenses, the average economic life of our products, software renewals rates and the price of the bundled arrangement in relation to the perpetual licensing approach.
In determining the SSP of license and support in a term license arrangement, we utilize observable inputs and consider the value relationship between support and term license when compared to the value relationship between support and perpetual licenses, the average economic life of our products, and software renewals rates.
The adoption of this portfolio of solutions – what has been generally described as the “digital transformation” – is a substantial and ongoing challenge for most organizations, which for decades had previously relied upon only a small number of multi-purpose on-premises applications to drive business outcomes.
The adoption of this portfolio of solutions is a substantial and ongoing challenge for most organizations, which for decades had used only a small number of multi-purpose on-premises applications to drive business outcomes.
Accordingly, our effective tax rate could be affected by the relative proportion of foreign to domestic income, use of foreign tax credits, changes in the valuation of our deferred tax assets and liabilities, applicability of any valuation allowances, and changes in tax laws in jurisdictions in which we operate. 33 Table of Contents PART II Item 7 Results of Operations The following table summarizes our historical consolidated statement of operations data for the periods indicated.
Accordingly, our effective tax rate could be affected by the relative proportion of foreign to domestic income, use of foreign tax credits, changes in the valuation of our deferred tax assets and liabilities, applicability of any valuation allowances, and changes in tax laws in jurisdictions in which we operate. 45 Table of Contents PART II Item 7 Results of Operations The below period-to-period comparison of operating results are not necessarily indicative of results for future periods.
GAAP operating margin for the years ended December 31, 2022 and 2021 was (17.7)% and (27.9)% respectively. Non-GAAP operating margin for the years ended December 31, 2022 and 2021 was (1.2)% and 3.1%, respectively.
GAAP operating margin for the years ended December 31, 2023 and 2022 was (5.6)% and (17.7)% respectively. Non-GAAP operating margin for the years ended December 31, 2023 and 2022 was 8.1% and (1.2)% , respectively.
The situation remains uncertain, and while it is difficult to predict the impact of any of the foregoing, the conflict and actions taken in response to the conflict could increase our costs, disrupt our supply chain, reduce our sales and earnings, impair our ability to raise additional capital when needed on acceptable terms, if at all, or otherwise adversely affect our business, financial condition, and results of operations. 42 Table of Contents PART II Item 7 Our international operations provide a significant portion of our total revenue and expenses.
These in turn could increase our costs, disrupt our supply chain, reduce our sales and earnings, impair our ability to raise additional capital when needed on acceptable terms, if at all, or otherwise adversely affect our business, financial condition, and results of operations. 54 Table of Contents PART II Item 7 Our international operations provide a significant portion of our total revenues and expenses.
We compete for talented individuals globally by offering an exceptional working environment, broad customer reach, scale in resources, the ability to grow one’s career across many different products and businesses, and competitive compensation and benefits. Aggregate demand for our software, services, and devices is correlated to global macroeconomic and geopolitical factors, which remain dynamic.
We compete for talented individuals globally by offering an exceptional working environment, broad customer reach, scale in resources, the ability to grow one’s career across many different products and businesses, and competitive compensation and benefits.
Year Ended December 31, 2022 2021 (in thousands) Net cash (used in) provided by operating activities $ (774 ) $ 5,030 Net cash used in investing activities (21,452 ) (3,377 ) Net cash (used in) provided by financing activities (17,148 ) 198,617 39 Table of Contents PART II Item 7 Operating Activities Net cash used in operating activities for the year ended December 31, 2022, was $0.8 million, reflecting our net loss of $38.7 million, adjusted for non-cash items of $46.2 million and net cash outflows of $8.3 million from changes in our operating assets and liabilities.
Year Ended December 31, 2023 2022 (in thousands) Net cash provided by (used in) operating activities $ 34,694 $ (774 ) Net cash used in investing activities (5,648 ) (21,452 ) Net cash used in financing activities (33,667 ) (17,148 ) 51 Table of Contents PART II Item 7 Operating Activities Net cash provided by operating activities for the year ended December 31, 2023, was $34.7 million, reflecting our net loss of $21.5 million, adjusted for non-cash items of $58.6 million and net cash outflows of $2.4 million from changes in our operating assets and liabilities.
The primary driver of cash flows from financing activities was due to $19.9 million in purchases of common stock, partially offset by $2.8 million of proceeds from the exercising of stock options. Net cash provided by financing activities for the year ended December 31, 2021, was $198.6 million.
Financing Activities Net cash used in financing activities for the year ended December 31, 2023, was $33.7 million. The primary driver of cash flows from financing activities was due to $39.0 million in purchases of common stock, partially offset by $5.6 million of proceeds from the exercising of stock options.
Net cash used in investing activities for the year ended December 31, 2021, was $3.4 mill ion, consisting of $2.5 million of purchases of property and equipment and $1.4 million of purchases of short-term investments. Financing Activities Net cash used in financing activities for the year ended December 31, 2022, was $17.1 million.
Investing Activities Net cash used in investing activities for the year ended December 31, 2023, was $5.6 million, consisting of $2.1 million of purchases of property and equipment, as well as $2.6 million in maturities of short-term investments and $3.5 million in the purchase of investments.
Income Tax Provision Income tax provision during the years ended December 31, 2022 and 2021 was as follows: Year Ended December 31, Change 2022 2021 Amount % (in thousands, except percentages) Income tax expense $ 5,038 $ 457 $ 4,581 1,002.4 % Our income tax expense for the year ended December 31, 2022 was $5.0 million as compared to $0.5 million for the year ended December 31, 2021.
Income Tax Provision Income tax provision during the years ended December 31, 2023 and 2022 was as follows: Year Ended December 31, Change 2023 2022 Amount % (in thousands, except percentages) Income tax expense $ 2,887 $ 5,038 $ (2,151 ) (42.7 )% Income tax expense for the year ended December 31, 2023 was $2.9 million as compared to $5.0 million for the year ended December 31, 2022.
Net cash provided by operating activities for the year ended December 31, 2021, was $5.0 million, reflecting our net loss of $33.2 million, adjusted for non-cash items of $39.9 million and net cash outflows of $1.6 million from changes in our operating assets and liabilities.
Net cash used in operating activities for the year ended December 31, 2022, was $0.8 million, reflecting our net loss of $38.7 million, adjusted for non-cash items of $46.2 million and net cash outflows of $8.3 million from changes in our operating assets and liabilities.
Annual Recurring Revenue We calculate annual recurring revenue (“ ARR ”) at the end of a particular period as the annualized sum of contractually obligated Annual Contract Value (“ ACV ”) from SaaS, term license and support, and maintenance revenue sources, with the exception of migration products, from all active customers.
Annual Recurring Revenue December 31, Change 2023 2022 % Total ARR ($ in mil) $ 264.5 $ 214.7 23.2 % We calculate ARR at the end of a particular period as the annualized sum of contractually obligated Annual Contract Value (“ ACV ”) from SaaS, term license and support, and maintenance revenues from all active customers.
Borrowings under the line bear interest at a rate equal to LIBOR plus 3.5%. The line carries an unused fee of 0.5% per year. Any proceeds of borrowings under the Amended Loan Agreement will be used for general corporate purposes.
Borrowings under the line bear interest at a rate equal to term SOFR plus 3.00% to 3.25% depending on the Consolidated Total Leverage Ratio. The line carries an unused fee ranging from 0.50% to 0.55% depending on the Consolidated Total Leverage Ratio. Any proceeds of borrowings under the Loan Agreement will be used for general corporate purposes.
Term license and support revenue sources are generated from the sales of on-premises or hybrid licenses which include a distinct support component. Both SaaS and term license and support revenue sources are primarily billed annually. SaaS and term license and support are generally sold per user license or based upon the amount of data protected.
SaaS revenues are generated from our cloud-based solutions. Term license and support revenues are generated from the sales of on-premise or hybrid licenses which include a distinct support component. Both SaaS and term license and support revenues are primarily billed annually.
Income Taxes We are subject to income taxes in the U.S. (federal and state) and numerous foreign jurisdictions. Tax laws, regulations, administrative practices, principles, and interpretations in various jurisdictions may be subject to significant change, with or without notice, due to economic, political, and other conditions.
Tax laws, regulations, administrative practices, principles, and interpretations in various jurisdictions may be subject to significant change, with or without notice, due to economic, political, and other conditions. The foreign jurisdictions in which we operate have different statutory tax rates than those of the United States.
As of December 31, 2022, we are compliant with all covenants under the line and had no borrowings outstanding under the line of credit.
As of December 31, 2023, the Company was compliant with all covenants and had no borrowings outstanding under the Loan Agreement.
As of December 31, 2022, and December 31, 2021, total ARR was $201.7 million and $159.2 million, respectively, representing growth of 27%. Growth in ARR is driven by both new business and the expansion of existing business.
As of December 31, 2023, and December 31, 2022, total ARR was $264.5 million and $214.7 million, respectively, representing growth of 23.2%. Adjusted for FX, total ARR increased 24.0% year-over-year. Growth in ARR is driven by both new business and the expansion of existing business.
The change in effective tax rates for the year ended December 31, 2022, as compared to the year ended December 31, 2021, was primarily due to the mix of pre-tax income (loss) results by jurisdictions taxed at different rates than 21%, a permanent item recorded for the executive compensation limitation and changes in the valuation allowance in the U.S. and certain foreign jurisdictions. 38 Table of Contents PART II Item 7 Non-GAAP Operating Income and Non-GAAP Operating Margin Non-GAAP operating income and non-GAAP operating margin are non-GAAP financial measures that our management uses to assess our overall performance.
The change in effective tax rates for the year ended December 31, 2023 , as compared to the year ended December 31, 2022 , was primarily due to the mix of pre-tax income (loss) results by jurisdictions taxed at different rates than 21%, a permanent item recorded for stock-based compensation and changes in the valuation allowance in the U.S. and certain foreign jurisdictions. 49 Table of Contents PART II Item 7 Non-GAAP Operating Income (loss) and Non-GAAP Operating Margin The following table presents a reconciliation of non-GAAP operating income from the most comparable GAAP measure, operating income, for the periods presented: Year Ended December 31, 2023 2022 (in thousands, except percentages) GAAP operating loss $ (15,351 ) $ (41,066 ) GAAP operating margin (5.6 )% (17.7 )% Add: Stock-based compensation 36,048 37,218 Amortization of acquired intangible assets 1,456 955 Non-GAAP operating income (loss) $ 22,153 $ (2,893 ) Non-GAAP operating margin 8.1 % (1.2 )% Non-GAAP operating income and non-GAAP operating margin are non-GAAP financial measures that our management uses to assess our overall performance.
The primary drivers for non-cash items were stock-based compensation, which reflects ongoing compensation charges for the entity’s equity- and pre-merger liability-classified awards, mark to market adjustments on earnout and warrant liabilities and changes in deferred tax assets as a result of timing differences in tax related to stock option awards.
The main considerations for non-cash items were stock-based compensation, which reflects ongoing compensation charges for the entity’s equity- and pre-merger liability-classified awards, operating lease right-of-use asset expense and mark to market adjustments on earnout and warrant liabilities.
Revenue by geographic area during the years ended December 31, 2022 and 2021 was as follows: Year Ended December 31, Change 2022 2021 Amount % (in thousands, except percentages) North America $ 102,025 $ 83,034 $ 18,991 22.9 % EMEA 71,635 58,285 13,350 22.9 % APAC 58,679 50,590 8,089 16.0 % Total $ 232,339 $ 191,909 $ 40,430 21.1 % From the year ended December 31, 2021 to the year ended December 31, 2022, North America revenues increased by $19.0 million, driven by a $21.1 million increase in SaaS, term license and support, and services revenues, partially offset by a $2.1 million decrease in maintenance and perpetual license revenue.
Revenue by geographic area during the years ended December 31, 2023 and 2022 was as follows: Year Ended December 31, Change 2023 2022 Amount % (in thousands, except percentages) North America $ 118,490 $ 102,025 $ 16,465 16.1 % EMEA 81,753 71,635 10,118 14.1 % APAC 71,582 58,679 12,903 22.0 % Total $ 271,825 $ 232,339 $ 39,486 17.0 % For the year ended December 31, 2023 , North America revenues increased 16.1% to $118.5 million, driven by a 29.2%, or $15.9 million, increase in SaaS revenue and a $2.2 million combined increase in services revenue and term license and support revenue, partially offset by a $1.6 million decrease in maintenance revenue.
On a consolidated basis with our subsidiaries, we are required to maintain a specified adjusted quick ratio, tested by HSBC each quarter. Pursuant to the Amended Loan Agreement, we pledged, assigned, and granted HSBC a security interest in all shares of our subsidiaries, future proceeds, and certain assets as security for our obligations under the Amended Loan Agreement.
Pursuant to the Loan Agreement, we pledged, assigned, and granted HSBC a security interest in all shares of our subsidiaries, future proceeds, and certain assets as security for our obligations under the Loan Agreement. Our line of credit under the Loan Agreement will mature on November 3, 2026.
We recognize these expenses as they are incurred. We expect that cost of maintenance will decrease in absolute dollars as maintenance revenue declines but may fluctuate as a percentage of maintenance revenue. Cost of services consists of salaries, benefits, stock-based compensation and related expenses for our services organization, allocated overhead and IT necessary to provide services for our customers.
We recognize these expenses as they are incurred. We expect that cost of maintenance revenue will decrease in absolute dollars as maintenance revenue declines but may fluctuate as a percentage of maintenance revenue.
APAC revenues increased by $8.1 million, driven by a $10.6 million increase in SaaS, term license and support, and services revenue, partially offset by a $2.5 million decrease in maintenance and perpetual license revenue.
EMEA revenues increased by 14.1% to $81.8 million, driven by a 43.7%, or $18.1 million, increase in SaaS revenue, partially offset by a $8.0 million combined decrease in term license and support, services and maintenance revenue.
As our customers seek to rapidly reduce costs, improve productivity and make more informed business decisions, they depend on our platform for data-driven insights, critical business intelligence and ongoing operational value through automation.
As our customers seek to rapidly reduce costs, improve productivity and make more informed business decisions, they depend on our platform for data-driven insights, critical business intelligence and ongoing operational value through automation. 42 Table of Contents PART II Item 7 Key Business Metric Our management reviews the following key business metric to measure our performance, identify trends affecting our business, formulate business plans, make strategic decisions, and effectively allocate resources.
Incremental sales commissions for new customer contracts are deferred and amortized ratably over the estimated period of our relationship with such customers. We plan to continue our investment in sales and marketing by hiring additional sales and marketing personnel, executing our go-to-market strategy globally, and building our brand awareness.
We plan to continue our investment in sales and marketing by hiring additional sales and marketing personnel, executing our go-to-market strategy globally, and building our brand awareness.
Other Income (Expense), net Other income (expense), net consists primarily of fair value adjustments on earn-out and warrant liabilities and realized gain/loss for securities. Other income (expense), net also consists of foreign currency remeasurement gains/losses and interest income on corporate funds invested in money market instruments and highly liquid short-term investments.
Other (Expense) Income, net Other (expense) income, net consists primarily of fair value adjustments on earn-out and warrant liabilities, realized gain/loss for securities, and of foreign currency remeasurement gains/losses. Income Taxes We are subject to income taxes in the U.S. (federal and state) and numerous foreign jurisdictions.
These cash outflows were partially offset by $5.6 million of cash inflows from the proceeds collected upon exercise of stock options. 40 Table of Contents PART II Item 7 Indebtedness Credit Facility We maintain a line of credit under a Loan Agreement, as amended (the “ Amended Loan Agreement ”) with HSBC, as the lender.
The primary driver of cash flows from financing activities was due to $19.9 million in purchases of common stock, partially offset by $2.8 million of proceeds from the exercising of stock options. 52 Table of Contents PART II Item 7 Indebtedness Credit Facility We maintain a line of credit under the Loan Agreement with HSBC, as lender.
As companies around the world embrace the new normal of hybrid work, they must build and deliver a new, seamless workplace experience for knowledge workers, centered around an extensive portfolio of SaaS solutions and productivity applications aimed at improving collaboration across the organization.
Companies around the world have now fully adopted a hybrid work model, and they are now tasked with delivering a seamless and secure workplace experience for knowledge workers, centered around an extensive portfolio of Software-as-a-Service (“ SaaS ”) solutions and productivity applications.
We pledged, assigned and granted the HSBC a security interest in all shares, future proceeds and assets (except for excluded assets, including material intellectual property) as a security for the performance of the loan and security agreement obligations.
Pursuant to the Loan Agreement, the Company pledged, assigned and granted HSBC a security interest in all shares of its subsidiaries, future proceeds, and assets as security for its obligations under the Loan Agreement. The line will mature on November 3, 2026.
Sales and Marketing Sales and marketing expenses consist primarily of personnel-related expenses for sales, marketing and customer success personnel, stock-based compensation expense, sales commissions, marketing programs, travel-related expenses, and allocated overhead costs. We focus our sales and marketing efforts on creating sales leads and establishing and promoting our brand.
We expect that our gross margin will fluctuate from period to period depending on the interplay of these various factors. Sales and Marketing Sales and marketing expenses consist primarily of personnel-related expenses for sales, marketing and customer success personnel, stock-based compensation expense, sales commissions, marketing programs, travel-related expenses, overhead costs, depreciation and amortization.
These offerings are not inherently recurring in nature and as such are subject to more period-to-period volatility than other elements of our business. Services revenue from managed services are recognized ratably or on a straight-line basis over the contract term. Maintenance revenue is a result of selling ongoing support for perpetual licenses.
Services revenue from managed services are recognized ratably or on a straight-line basis over the contract term. Maintenance revenue is a result of selling on-going support for legacy perpetual licenses. It also includes recurring professional services such as technical account management. Maintenance revenue is recognized ratably over the term of the maintenance agreement, which is typically one year.
Refer to “ Note 13 - Commitments and Contingencies ” for more information regarding the purchase commitments. We also maintain a loan and security agreement with HSBC Venture Bank USA, Inc.
Refer to “ Note 12 - Commitments and Contingencies ” for more information regarding the purchase commitments.
Research and Development Research and development expenses during the years ended December 31, 2022 and 2021 were as follows: Year Ended December 31, Change 2022 2021 Amount % (in thousands, except percentages) Research and development $ 30,519 $ 31,765 $ (1,246 ) (3.9 )% Percentage of revenue 13.1 % 16.6 % — — GAAP research and development $ 30,519 $ 31,765 $ (1,246 ) (3.9 )% Stock-based compensation expense (3,787 ) (16,062 ) 12,275 (76.4 )% Non-GAAP research and development $ 26,732 $ 15,703 $ 11,029 70.2 % Non-GAAP percentage of revenue 11.5 % 8.2 % — — Research and development expenses decreased 3.9% to $30.5 million for the year ended December 31, 2022.
General and Administrative General and administrative expenses during the years ended December 31, 2023 and 2022 were as follows: Year Ended December 31, Change 2023 2022 Amount % (in thousands, except percentages) General and administrative $ 61,271 $ 65,132 $ (3,861 ) (5.9 )% Percentage of revenue 22.5 % 28.0 % — — GAAP general and administrative $ 61,271 $ 65,132 $ (3,861 ) (5.9 )% Stock-based compensation expense (19,338 ) (19,398 ) 60 (0.3 )% Non-GAAP general and administrative $ 41,933 $ 45,734 $ (3,801 ) (8.3 )% Non-GAAP percentage of revenue 15.4 % 19.7 % — — General and administrative expenses decreased 5.9% to $61.3 million for the year ended December 31, 2023 .
ARR should be viewed independently of revenue and deferred revenue and is not intended to be combined with, or to replace, either of those items. ARR is not a forecast and the active contracts at the end of a reporting period used in calculating ARR may or may not be extended or renewed by our customers.
ARR should be viewed independently of revenue and deferred revenue and is not intended to be combined with or replace these items.
(“ HSBC ”) as lender for a revolving line of credit of up to $30.0 million, with an additional $20.0 million accordion feature for additional capital we may draw at our request. Borrowings under the line bear interest at a rate equal to LIBOR plus 3.5%. The line carries an annual unused fee of 0.5%.
The Loan Agreement provides for a revolving line of credit of up to $30.0 million, with an additional $20.0 million accordion feature for additional capital which the Company may draw upon at its request.
Services revenue includes revenue generated from implementation, training, consulting, migration, license customization and managed services. These revenues are recognized by applying a measure of progress, such as labor hours, to determine the percentage of completion of each contract.
These revenues are recognized by applying a measure of progress, such as labor hours, to determine the percentage of completion of each contract. These offerings are not inherently recurring in nature and as such are subject to more period-to-period volatility than other elements of our business.
For the year ended December 31, 2022, North America SaaS revenue increased 39% on a constant currency basis, EMEA SaaS revenue increased 48% on a constant currency basis, and APAC SaaS revenue increased 57% on a constant currency basis. 35 Table of Contents PART II Item 7 Non-GAAP Financial Measures In addition to our financial results determined in accordance with GAAP, we disclosed non-GAAP cost of revenue, non-GAAP sales and marketing expense, non-GAAP general and administrative expense, non-GAAP research and development expense, non-GAAP operating income and non-GAAP operating margin.
APAC revenues increased 22.0% to $71.6 million, driven by a 45.9%, or $9.7 million increase in SaaS revenue and a 20.9%, or $4.9 million, increase in services revenue, partially offset by a $1.7 million combined decrease in term license and support and maintenance revenue. 46 Table of Contents PART II Item 7 Non-GAAP Financial Measures In addition to our financial results determined in accordance with GAAP, we disclose non-GAAP cost of revenue, non-GAAP gross profit, non-GAAP gross margin, non-GAAP sales and marketing expense, non-GAAP general and administrative expense, non-GAAP research and development expense, non-GAAP operating income and non-GAAP operating margin.
General and Administrative General and administrative expenses during the years ended December 31, 2022 and 2021 were as follows: Year Ended December 31, Change 2022 2021 Amount % (in thousands, except percentages) General and administrative $ 64,874 $ 59,221 $ 5,653 9.5 % Percentage of revenue 27.9 % 30.9 % — — GAAP general and administrative $ 64,874 $ 59,221 $ 5,653 9.5 % Stock-based compensation expense (19,398 ) (24,063 ) 4,665 (19.4 )% Non-GAAP general and administrative $ 45,476 $ 35,158 $ 10,318 29.3 % Non-GAAP percentage of revenue 19.6 % 18.3 % — — General and administrative expenses increased 9.5% to $64.9 million for the year ended December 31, 2022. 37 Table of Contents PART II Item 7 The year over year increase was partially due to an increase of $4.8 million in personnel costs as a result of increased headcount and overall costs to support the growth in our business.
The decrease in overall general and administrative expenses reflects the Company ’s enhanced focus on cost management. 48 Table of Contents PART II Item 7 Research and Development Research and development expenses during the years ended December 31, 2023 and 2022 were as follows: Year Ended December 31, Change 2023 2022 Amount % (in thousands, except percentages) Research and development $ 36,340 $ 31,359 $ 4,981 15.9 % Percentage of revenue 13.4 % 13.5 % — — GAAP research and development $ 36,340 $ 31,359 $ 4,981 15.9 % Stock-based compensation expense (4,031 ) (3,787 ) (244 ) 6.4 % Non-GAAP research and development $ 32,309 $ 27,572 $ 4,737 17.2 % Non-GAAP percentage of revenue 11.9 % 11.9 % — — Research and development expenses increased 15.9% to $36.3 million for the year ended December 31, 2023, primarily driven by a $4.3 million increase in personnel costs, as the Company continues to invest in the development of new offerings and enhancements to existing offerings.
Cost of Revenue, Gross Profit, and Gross Margin Cost of revenue, gross profit, and gross margin during the years ended December 31, 2022 and 2021 were as follows: Year Ended December 31, Change 2022 2021 Amount % (in thousands, except percentages) Cost of revenue: SaaS $ 26,617 $ 19,039 $ 7,578 39.8 % Term license and support 1,969 950 1,019 107.3 % Services 35,629 30,726 4,903 16.0 % Maintenance 908 1,949 (1,041 ) (53.4 )% Total cost of revenue $ 65,123 $ 52,664 $ 12,459 23.7 % Gross profit 167,216 139,245 27,971 20.1 % Gross margin 72.0 % 72.6 % — — GAAP cost of revenue $ 65,123 $ 52,664 $ 12,459 23.7 % Stock-based compensation expense (2,640 ) (3,477 ) 837 (24.1 )% Non-GAAP cost of revenue $ 62,483 $ 49,187 $ 13,296 27.0 % Non-GAAP gross profit 169,856 142,722 27,134 19.0 % Non-GAAP gross margin 73.1 % 74.4 % — — Cost of revenue expenses increased 23.7% to $65.1 million for the year ended December 31, 2022, driven by an $8.8 million increase from higher aggregated hosting costs resulting from increased SaaS revenue and a $4.9 million increase in personnel costs primarily due to higher headcount.
Cost of Revenue, Gross Profit, and Gross Margin Cost of revenue, gross profit, and gross margin during the years ended December 31, 2023 and 2022 were as follows: Year Ended December 31, Change 2023 2022 Amount % (in thousands, except percentages) Cost of revenue: SaaS $ 35,924 $ 27,313 $ 8,611 31.5 % Term license and support 1,946 2,006 (60 ) (3.0 )% Services 38,807 36,037 2,770 7.7 % Maintenance 783 920 (137 ) (14.9 )% Total cost of revenue $ 77,460 $ 66,276 $ 11,184 16.9 % Gross profit 194,365 166,063 28,302 17.0 % Gross margin 71.5 % 71.5 % — — GAAP cost of revenue $ 77,460 $ 66,276 $ 11,184 16.9 % Stock-based compensation expense (3,161 ) (2,640 ) (521 ) 19.7 % Amortization of acquired intangible assets (964 ) (617 ) (347 ) 56.2 % Non-GAAP cost of revenue $ 73,335 $ 63,019 $ 10,316 16.4 % Non-GAAP gross profit 198,490 169,320 29,170 17.2 % Non-GAAP gross margin 73.0 % 72.9 % — — Cost of revenue increased 16.9% to $77.5 million for the year ended December 31, 2023 , driven by a $6.6 million increase in aggregated hosting costs and a $4.1 million increase in personnel costs.
Without material perpetual license sales, there will be limited opportunities to sell maintenance contracts to new customers. Existing maintenance customers have transitioned and will continue to transition to SaaS and term licenses, which will continue the decline in maintenance revenue. For the year ended December 31, 2022, total revenue increased 29% year over year on a constant currency basis.
Term license and support revenue is expected to continue declining as some existing customers are moving from on-prem term license subscriptions to SaaS subscriptions. Maintenance revenue is expected to continue declining as revenues from the sales of legacy perpetual licenses are immaterial. As a result, there will be limited opportunities to sell maintenance contracts to new customers.
SaaS revenue growth comprised approximately 78% of the net increase year over year. For the year ended December 31, 2022, SaaS revenue increased 36.9% to $117.2 million, as we continued to see strong customer demand for these and our term license and services offerings.
For the year ended December 31, 2023 , SaaS revenue increased 37.4% to $161.0 million, as we continued to see strong customer demand for this offering. The increase in SaaS revenue was partially offset by an expected decrease in both term license and support and maintenance revenue.
For 2022 and 2021, this metric was 103% and 110%, respectively. 32 Table of Contents PART II Item 7 Components of Results of Operations Revenue We generate revenue from four primary sources: SaaS, term license and support, services, and maintenance. SaaS revenue sources are generated from our cloud-based solutions.
ARR is not a forecast of future revenue, and the active contracts at the end of a reporting period used in calculating ARR may or may not be extended or renewed by our customers. 43 Table of Contents PART II Item 7 Components of Results of Operations Revenue We generate revenue from four primary sources: SaaS, term license and support, services, and maintenance.